Background: Large Language Model (LLM) chatbots, like ChatGPT (from Open-AI), have received widespread attention in the last year for their ability to process large amounts of text data and produce human-like script responses on a wide array of topics. In particular, LLM chatbots have performed well in areas of patient communication, whether it’s answering cardiovascular [...]

Background: The personal statement (PS) is a crucial factor in a residency program’s evaluation of applicants and has traditionally been helpful in understanding applicants’ journeys in medicine, values, and written communication skills. Now, with accessible large language models (i.e. ChatGPT) designed for language composition, there is interest in how these models may be utilized by [...]

Background: Immunosuppression regimens are highly effective at preventing rejection but carry risk of toxicity and can be complex. Clinical decision support (CDS) tools embedded in electronic health records have presented opportunity to systematically aid providers ordering such medications appropriately. However, discrepancy between a clinically-documented plan for use and provider orders may exist. Natural language processing [...]